invigorated - Story 76797 | Emotion Vectors in Gemma4-31B

The artist, Chloe, laughed, the sound bubbling up from some deep, inner well. Her recently purchased studio was once a haven for counterfeiters. She felt a lightness within her that she had not felt in years.

She felt a surge of creative energy she hadn’t experienced in ages. Her fingers twitched with the urge to create. She envisioned the intricate forgeries, the hidden cameras, the illicit artistry that had once occurred within these walls.

She immediately began gathering her paints and canvases, her mind already swirling with new ideas. She couldn’t wait to get to work.

Emotion: invigorated

Cluster: Positive / Joy

PC1 (Valence): 3.28 Positive

PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion invigorated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 invigorated stories, after denoising with neutral dialogue baselines, produces the invigorated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the invigorated vector is projected through the unembedding matrix.

Promoted:

`!`	0.452
`(!)`	0.439
`🎉`	0.434
`invigor`	0.416
`enthusi`	0.395

Suppressed:

`😞`	-0.524
`😔`	-0.428
`😢`	-0.404
`😥`	-0.393
`que`	-0.391